International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.
Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2.
Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization.
Confederated learning in healthcare: Training machine learning models using disconnected data separated by individual, data type and identity for Large-Scale health system Intelligence.
Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study.
Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through the 4CE consortium.
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
